What's available today
Family Nudge already provides comprehensive daily tracking with 9 care categories, bilingual voice data entry, PDF reports, charts, and critical event logging. Here's what we're building next.
Daily State Tracking
Morning & evening observations for visual, emotional, and breath quality
Calendar & Charts
Visualize care patterns across weeks and months
Multi-Patient Dashboard
Track multiple patients from a single login
Core Tracking & Reporting
Sleep, daily state, meals, beverages, urination, bowel movements, medications, general notes, and critical events. PDF reports for doctor visits. Calendar and chart visualizations.
Bilingual Support (EN/ES)
Full English and Spanish interface with automatic unit conversion (lbs/kg, fl oz/ml, mi/km). Reports generate in the caregiver's preferred language.
Voice Data Entry (EN/ES)
Speak naturally in English or Spanish and AI transcribes your words and fills in the daily log automatically. Describe meals, medications, urination, bowel movements, weight, critical events, and more — no typing required. Uses local speech-to-text (Whisper) for privacy and Claude AI for intelligent data extraction.
- Tap the microphone button on any daily log screen
- Speak in English or Spanish — the system understands both
- AI extracts structured data: meals, beverages, medications, vital signs, and more
- Full transcript is saved to daily notes for reference
Pattern Detection & Trend Alerts
The system will analyze logged data to surface patterns the caregiver might miss. Examples:
- Declining fluid intake over 3+ days (dehydration risk)
- Weight loss trend exceeding a configurable threshold
- Sleep deterioration patterns correlated with emotional state changes
- Changes in bowel movement frequency or Bristol Scale consistency
Smart Suggestions (Not Medical Advice)
Based on the patterns detected, the app will offer gentle suggestions to caregivers. These are informational only — never a replacement for medical guidance.
- "Fluid intake has been below average for 3 days. Consider offering more beverages."
- "Sleep quality dropped this week. This may be worth mentioning at the next appointment."
- "Weight has decreased steadily over 2 weeks. Consider checking in with the care team."
Predictive Risk Scoring
A daily risk indicator based on aggregated metrics — not a medical diagnosis, but a signal for caregivers to pay extra attention or contact the care team sooner.
- Dehydration risk score based on intake, urine color, and bowel patterns
- Nutritional concern flag when meals decrease below baseline
- Sleep quality index combining duration, wakefulness, and REM data
- Mobility trend indicator from steps and movement data
Medication Interaction Awareness
Cross-reference logged medications with known interaction databases to surface potential concerns for discussion with the prescribing physician. Informational only.
Wearable Device Integration
Direct data sync from popular health wearables and smartwatches to auto-populate sleep metrics, heart rate, breathing rate, and activity data.
Caregiver Community & Resources
A place for caregivers to share tips, find local resources, and connect with others in similar situations. Anonymized benchmarks to help caregivers understand how their patient's metrics compare.
Provider Portal
A read-only dashboard for healthcare providers to view their patients' tracked data directly, eliminating the need for PDF transfers and enabling real-time care coordination.
Additional Languages
Expanding beyond English and Spanish to serve caregiver communities worldwide. Priority languages determined by community feedback and need.
Important: All predictive analytics and suggestions provided by Family Nudge are informational tools for caregivers only. They are not medical advice, diagnoses, or treatment recommendations. Always consult with your patient's healthcare provider before making any changes to their care plan. Family Nudge is a documentation and awareness tool — it does not replace professional medical judgment.